Rare disease paradox
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- Probability Theory, Statistics and Exploratory Data Analysis
- Week 1
- Rare disease paradox
- Reading: About University. Duration: 10 minutes10 min
- Reading: Rules on the academic integrity in the course. Duration: 10 minutes10 min
- Pre-survey on HSE online courses. Duration: 10 minutes10 min
- Video: LectureIntroduction to the 1st week. Duration: 3 minutes3 min
- Video: LectureConditional probability. Motivation and Example. Duration: 13 minutes13 min
- Video: LectureConditional probability. Definition. Duration: 8 minutes8 min
- Video: LectureIndependent events. Example. Duration: 7 minutes7 min
- Video: LectureIndependent events. Definition. Duration: 12 minutes12 min
- Quiz: Coins, dices and conditional probability4 questions
- Quiz: Independence and intersection1 question
- Video: LectureMosaic Plot. Visualization of conditional probabilities and Independence. Duration: 11 minutes11 min
- Quiz: Fair coin and independence3 questions
- Video: LectureUsing independence to find probabilities. Examples. Duration: 10 minutes10 min
- Video: LecturePairwise and mutual independence. Duration: 12 minutes12 min
- Quiz: Mutual independence conditions1 question
- Video: LectureBernoulli Scheme. Duration: 11 minutes11 min
- Video: LectureLaw of total probability. Duration: 14 minutes14 min
- Quiz: Call center total probability1 question
- Video: LectureBayes's rule. Duration: 4 minutes4 min
- Quiz: Bayes's taxi companies1 question
- Quiz: Rare disease paradox1 question
- Video: LecturePython for conditional probabilities. Duration: 9 minutes9 min
- Video: LectureConditional probability. Highlights. Duration: 3 minutes3 min